{"id":22497,"date":"2026-09-26T05:22:22","date_gmt":"2026-09-26T05:22:22","guid":{"rendered":"https:\/\/www.examlabs.com\/certification\/?p=22497"},"modified":"2026-09-26T05:22:22","modified_gmt":"2026-09-26T05:22:22","slug":"pecb-lead-implementer-42001-practice-test-questions-and-exam-dumps-part-12-q221-240","status":"publish","type":"post","link":"https:\/\/www.examlabs.com\/certification\/pecb-lead-implementer-42001-practice-test-questions-and-exam-dumps-part-12-q221-240\/","title":{"rendered":"PECB Lead Implementer 42001 Practice Test Questions and Exam Dumps Part 12 Q221-240"},"content":{"rendered":"<h2><b>View Full <\/b><a href=\"https:\/\/www.examlabs.com\/lead-implementer-42001-exam-dumps\"><b>PECB Lead Implementer 42001 Exam Dumps<\/b><\/a><b> <\/b><b>and Practice Test Dumps<\/b><\/h2>\n<p>&nbsp;<\/p>\n<p><b>Question 221. An organization is reviewing its AIMS scope after outsourcing an AI-related process. What should it determine?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the outsourced activity remains relevant to the organization&#8217;s AIMS and how the organization exercises control or influence over it<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether outsourcing automatically removes the activity from all AIMS considerations<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the supplier&#8217;s location is closer to the organization<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the supplier has more employees than the organization<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 1. Whether the outsourced activity remains relevant to the organization&#8217;s AIMS and how the organization exercises control or influence over it<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Outsourcing an AI-related activity does not automatically remove it from consideration within the AIMS. The organization should determine whether the activity remains relevant to its scope, objectives, requirements, risks, and intended outcomes. It should also establish appropriate controls for externally provided processes based on their significance and risks. Responsibilities, performance expectations, monitoring, contractual arrangements, and other controls may need to be defined. The supplier&#8217;s size or physical location does not by itself determine whether the activity remains relevant to the AIMS.<\/span><\/p>\n<p><b>Question 222. An organization identifies that an AI-related legal requirement has changed. Which action should be taken?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Wait until the next certification audit to determine its impact<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Apply the requirement only if an incident occurs<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Evaluate the changed requirement, determine applicability, and assess whether AIMS arrangements need to be updated<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Remove all previous legal and regulatory records<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 3. Evaluate the changed requirement, determine applicability, and assess whether AIMS arrangements need to be updated<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Changes to applicable legal and regulatory requirements should be evaluated systematically. The organization should determine whether the revised requirement applies to its AI activities and assess its implications for policies, objectives, controls, processes, responsibilities, documented information, and other AIMS arrangements. Relevant actions should then be planned and implemented where necessary. Waiting for an audit or incident could delay appropriate action. Maintaining information about applicable requirements also supports ongoing compliance evaluation and management review.<\/span><\/p>\n<p><b>Question 223. An AI risk assessment identifies that the likelihood of a harmful outcome has increased because operating conditions have changed. What should the organization consider?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Keeping the original risk level because the system itself has not changed<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Removing the risk from the register because it has not yet caused harm<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Waiting for an external auditor to reassess the risk<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Reassessing the risk using established criteria and determining whether additional treatment is required**<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 4. Reassessing the risk using established criteria and determining whether additional treatment is required<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Risk assessments should reflect relevant changes in circumstances. If operating conditions increase the likelihood of a harmful AI outcome, the organization should reassess the risk using established criteria and determine whether its existing treatment remains adequate. The resulting risk level may require additional controls, resources, monitoring, or other treatment actions. The absence of an actual incident does not mean the risk can be ignored. Regular and change-driven reassessment helps ensure that risk treatment remains appropriate.<\/span><\/p>\n<p><b>Question 224. During an internal audit, an auditor discovers that an AI control is implemented differently from the documented procedure. What should the auditor do?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Automatically conclude that the entire AIMS is ineffective<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Gather sufficient evidence and determine whether the difference represents a nonconformity against applicable audit criteria<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Change the procedure during the audit without authorization<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Ignore the difference if employees believe the alternative method is easier<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 2. Gather sufficient evidence and determine whether the difference represents a nonconformity against applicable audit criteria<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">An auditor should evaluate evidence objectively against established audit criteria. A difference between documented requirements and actual practice may represent a nonconformity, but the auditor should first obtain sufficient evidence and determine the significance and nature of the difference. The auditor should not modify organizational procedures without authorization or ignore deviations simply because personnel prefer another method. Audit findings should be based on objective evidence and clearly reported through the established audit process.<\/span><\/p>\n<p><b>Question 225. An organization wants to demonstrate that an AI objective has been achieved. Which evidence would be most appropriate?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> A documented evaluation of relevant performance results against the objective&#8217;s defined criteria<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> The number of employees assigned to the AI project<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> The date on which the objective was approved<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> The length of the objective statement<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 4. A documented evaluation of relevant performance results against the objective&#8217;s defined criteria<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Achievement of an objective should be demonstrated using relevant evidence and predefined evaluation criteria. Depending on the objective, evidence may include performance indicators, monitoring results, measurements, records, or other reliable information. The organization should evaluate whether the actual results meet the established target or criteria. Administrative information such as the number of employees or the date of approval does not demonstrate achievement. Clear measures and evaluation methods make objectives more meaningful and support management decision-making.<\/span><\/p>\n<p><b>Question 226. An organization introduces a new AI model into production. What should be considered before relying on the model for an important business process?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Only whether the model is faster than the previous model<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether relevant risks, requirements, validation results, controls, responsibilities, and approval arrangements have been addressed<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the model has the newest user interface<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the model was developed by a large company<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 2. Whether relevant risks, requirements, validation results, controls, responsibilities, and approval arrangements have been addressed<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Introducing a new AI model can affect risks, performance, applicable requirements, controls, data, responsibilities, and intended outcomes. Before relying on the model for an important process, the organization should determine whether appropriate validation, testing, risk assessment, controls, approvals, and monitoring arrangements have been completed. Technical novelty or supplier size does not demonstrate suitability. The extent of evaluation should reflect the significance and risks of the intended use and should be consistent with the organization&#8217;s established AIMS processes.<\/span><\/p>\n<p><b>Question 227. An organization finds that an AI procedure is technically correct but employees frequently misunderstand it. What should it consider?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether communication, competence, training, usability, or the procedure&#8217;s clarity needs improvement<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether employees should be prohibited from asking questions<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the procedure should remain unchanged because it is technically correct<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether misunderstandings should be excluded from monitoring records<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 1. Whether communication, competence, training, usability, or the procedure&#8217;s clarity needs improvement<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">A technically correct procedure may still be ineffective if relevant personnel do not understand how to apply it. The organization should investigate whether the issue results from inadequate communication, insufficient competence, unclear wording, poor accessibility, inadequate training, or other factors. Appropriate actions may include revising the procedure, improving training, clarifying responsibilities, or strengthening communication. Simply keeping the procedure unchanged because it is technically correct does not address the implementation problem and may allow associated risks to continue.<\/span><\/p>\n<p><b>Question 228. An organization identifies a new opportunity to improve AI monitoring through automated data collection. What should it evaluate before implementation?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Only the purchase price of the monitoring tool<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the opportunity is relevant, reliable, proportionate, and capable of supporting intended monitoring objectives<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether other organizations have purchased the same tool<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the monitoring tool has the largest number of features<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 3. Whether the opportunity is relevant, reliable, proportionate, and capable of supporting intended monitoring objectives<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Improvement opportunities should be evaluated before implementation to determine whether they are appropriate and capable of supporting AIMS objectives. Automated monitoring may provide benefits, but the organization should consider reliability, data quality, relevance, security, integration, resources, and proportionality. The most feature-rich or expensive solution is not necessarily appropriate. Evaluation should focus on whether the proposed improvement provides useful and trustworthy information and supports the organization&#8217;s monitoring and evaluation needs.<\/span><\/p>\n<p><b>Question 229. An organization discovers that an AI supplier has changed its data-processing location. What should the organization assess?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the supplier&#8217;s logo has changed<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the supplier has increased its marketing activities<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the new processing location affects applicable requirements, risks, contractual obligations, privacy considerations, or controls<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the supplier&#8217;s employees have changed office furniture<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 3. Whether the new processing location affects applicable requirements, risks, contractual obligations, privacy considerations, or controls<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">A change in data-processing location may affect legal or regulatory requirements, contractual commitments, data-transfer arrangements, privacy considerations, security controls, and other AI-related risks. The organization should evaluate the change and determine whether existing supplier controls and agreements remain appropriate. Depending on the findings, updated requirements, approvals, risk assessments, or contractual measures may be needed. Unrelated changes in supplier branding or office arrangements do not provide meaningful evidence about the impact of the data-processing change.<\/span><\/p>\n<p><b>Question 230. During management review, several AIMS performance indicators show declining performance. What should management consider?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the indicators should simply be removed<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the results indicate risks, control weaknesses, resource issues, or other conditions requiring action<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether only indicators showing improvement should be reviewed<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the results can be ignored until the next external audit<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 2. Whether the results indicate risks, control weaknesses, resource issues, or other conditions requiring action<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Declining performance indicators can provide important information about the effectiveness or suitability of AIMS processes. Management should analyze the results and consider possible causes, including changed risks, inadequate controls, resource limitations, competence gaps, supplier problems, or changing operational conditions. Appropriate corrective or improvement actions may then be planned. Removing unfavorable indicators would reduce the value of performance monitoring. Management review should use relevant performance information to support informed decisions about the AIMS.<\/span><\/p>\n<p><b>Question 231. An organization identifies a nonconformity caused by unclear ownership of an AI control. What should corrective action address?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> The underlying responsibility and authority arrangements that allowed the control weakness to occur<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Only the individual record in which the problem was detected<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> The number of employees in the department<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> The organization&#8217;s unrelated financial procedures<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 1. The underlying responsibility and authority arrangements that allowed the control weakness to occur<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">When unclear ownership contributes to a nonconformity, corrective action should address the underlying responsibility and authority arrangements. The organization may need to clarify roles, assign accountability, communicate responsibilities, update documented information, and verify that personnel understand their duties. Correcting only the individual record would not necessarily prevent recurrence. Effective corrective action should be proportionate to the issue and should address relevant causes rather than merely treating the immediate symptom.<\/span><\/p>\n<p><b>Question 232. An organization plans to audit an AI process that has repeatedly generated nonconformities. Which planning consideration is particularly relevant?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Reducing audit attention because the process has already been audited<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Giving priority based on the process&#8217;s risks, significance, changes, and previous audit results<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Selecting the process randomly without considering its history<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Auditing only documentation and not operational implementation<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 2. Giving priority based on the process&#8217;s risks, significance, changes, and previous audit results<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Audit programs should consider relevant risk and performance information when determining priorities. A process with repeated nonconformities may warrant additional audit attention or follow-up because previous results indicate areas requiring verification. The organization can consider process significance, changes, risks, previous findings, and corrective-action results when determining audit scope and frequency. Previous auditing does not automatically eliminate the need for further review, particularly when evidence indicates continuing weaknesses.<\/span><\/p>\n<p><b>Question 233. An organization wants to verify that its AI policy remains suitable after significant changes in the organization&#8217;s context. What should it do?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Keep the policy unchanged to preserve historical wording<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Replace the policy without reviewing the changes<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Evaluate whether the policy continues to provide appropriate direction in light of the changed context, requirements, and objectives<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Review only the policy&#8217;s formatting<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 3. Evaluate whether the policy continues to provide appropriate direction in light of the changed context, requirements, and objectives<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">An AI policy should remain appropriate to the organization&#8217;s purpose and context and provide suitable direction for establishing and achieving relevant objectives. Significant changes in internal or external context may affect whether the policy remains suitable. Management should therefore review relevant changes, requirements, risks, objectives, and intended outcomes and determine whether the policy requires revision. A formatting review alone cannot establish suitability. Any approved changes should be communicated and made available to relevant personnel as appropriate.<\/span><\/p>\n<p><b>Question 234. An organization has completed a major corrective action but wants to determine whether the issue could recur elsewhere. What should it consider?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the corrective action was applied only to the original incident<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether similar conditions or causes exist in other relevant AI processes<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the original record can now be deleted<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether no further evaluation is necessary<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 2. Whether similar conditions or causes exist in other relevant AI processes<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Effective corrective action should consider whether the underlying cause or similar conditions could exist elsewhere. If an issue was caused by a systemic weakness, limiting action to the original incident may allow recurrence in another process. The organization should determine the extent of the issue and consider whether similar processes, controls, responsibilities, or suppliers need evaluation. This broader assessment can help prevent recurrence and strengthen the effectiveness of the AIMS.<\/span><\/p>\n<p><b>Question 235. An organization is evaluating whether its AI-related monitoring data is reliable enough for management decisions. Which factor should it consider?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the data is collected using suitable, consistent, and controlled methods<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the data produces favorable results<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the dataset is stored in the largest available database<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Whether the data has been collected for the longest period<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 1. Whether the data is collected using suitable, consistent, and controlled methods<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Reliable monitoring information depends on appropriate methods and controls for collecting, processing, and evaluating data. The organization should consider whether measurement criteria are suitable, methods are consistently applied, data quality is adequate, and relevant responsibilities are defined. Favorable results do not automatically make information reliable. Depending on the measurement, the organization may also need to consider sampling, accuracy, completeness, timeliness, and traceability. Reliable monitoring data supports sound performance evaluation and management decisions.<\/span><\/p>\n<p><b>Question 236. An organization identifies that an AI control is no longer adequate because the underlying technology has changed. What should it do?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Continue using the control indefinitely because it was previously approved<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Remove the control without assessing the resulting risk<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Evaluate the changed circumstances and revise or replace the control as necessary<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Wait until the control fails during an audit<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 3. Evaluate the changed circumstances and revise or replace the control as necessary<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Controls should remain appropriate to the risks and circumstances they are intended to address. Technological changes can alter threats, vulnerabilities, operating conditions, or control effectiveness. The organization should evaluate the change and determine whether the existing control remains suitable. If not, it may need to revise, supplement, or replace the control and verify its effectiveness. Continuing an inadequate control without evaluation could leave relevant risks insufficiently managed.<\/span><\/p>\n<p><b>Question 237. An organization is establishing responsibilities for an AI impact assessment. What should be clearly defined?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Only the name of the person who created the AI model<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> The responsibilities, authorities, competence requirements, and resources needed for the assessment<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Only the department&#8217;s annual budget<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> The personal preferences of the assessment team<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 2. The responsibilities, authorities, competence requirements, and resources needed for the assessment<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Effective assignment of responsibilities requires more than identifying an individual or department. The organization should determine who is responsible and what authority, competence, resources, and support are necessary to perform the activity effectively. For an AI impact assessment, relevant expertise may be required depending on the system, context, risks, and applicable requirements. Clear assignment helps ensure accountability and reduces the likelihood of gaps or duplicated responsibilities.<\/span><\/p>\n<p><b>Question 238. An organization receives stakeholder feedback indicating that an AI system is difficult to understand. How should this information be used?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Ignore it unless the stakeholder submits a legal claim<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Delete it after acknowledging receipt<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Evaluate its relevance and determine whether it indicates risks, improvement opportunities, or a need for changes<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Treat it automatically as proof that the AI system is nonconforming<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 3. Evaluate its relevance and determine whether it indicates risks, improvement opportunities, or a need for changes<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Stakeholder feedback can provide useful information about AI performance, impacts, expectations, and improvement opportunities. The organization should evaluate the feedback objectively and determine whether it reveals a risk, unmet requirement, usability issue, communication gap, or other condition requiring action. Feedback does not automatically establish a nonconformity, but it should not be ignored without evaluation. Relevant findings can support risk assessment, corrective action, management review, and continual improvement.<\/span><\/p>\n<p><b>Question 239. An organization changes the data source used by a high-risk AI system. Which activity should be considered?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Reassessing relevant risks, data-related requirements, controls, impacts, and performance implications<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Assuming the change is insignificant because the AI model itself is unchanged<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Removing previous validation evidence<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Waiting until customers identify problems<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 1. Reassessing relevant risks, data-related requirements, controls, impacts, and performance implications<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Changing a data source can affect the quality, representativeness, integrity, relevance, security, and other characteristics of information used by an AI system. For a high-risk application, the organization should evaluate whether the change affects existing risk assessments, controls, requirements, validation, impacts, or performance expectations. Previous evidence may remain useful but should not automatically be assumed to cover the new data source. Appropriate change-management and validation activities should be performed based on the significance of the change.<\/span><\/p>\n<p><b>Question 240. An organization wants to demonstrate that continual improvement actions are producing intended results. What should it do?<\/b><\/p>\n<ol>\n<li><b><\/b><span style=\"font-weight: 400;\"> Count only the number of improvement actions completed<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Compare relevant performance or risk information with defined criteria and evaluate whether intended improvements were achieved<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Close improvement actions immediately after approval<\/span><\/li>\n<li><b><\/b><span style=\"font-weight: 400;\"> Measure only the cost of implementing improvements<\/span><\/li>\n<\/ol>\n<p><b>Correct Answer: 2. Compare relevant performance or risk information with defined criteria and evaluate whether intended improvements were achieved<\/b><\/p>\n<p><b>Explanation :-<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Continual improvement should be evaluated based on whether actions achieve their intended results, not merely whether actions were completed. The organization can define suitable measures and compare relevant performance, risk, incident, monitoring, or other information against established criteria. This helps determine whether an improvement was effective and whether further action is required. Completion counts or implementation costs may provide supporting information but do not by themselves demonstrate that the intended improvement was achieved.<\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>View Full PECB Lead Implementer 42001 Exam Dumps and Practice Test Dumps &nbsp; Question 221. An organization is reviewing its AIMS scope after outsourcing an AI-related process. What should it determine? Whether the outsourced activity remains relevant to the organization&#8217;s AIMS and how the organization exercises control or influence over it Whether outsourcing automatically removes [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1648,1647],"tags":[],"_links":{"self":[{"href":"https:\/\/www.examlabs.com\/certification\/wp-json\/wp\/v2\/posts\/22497"}],"collection":[{"href":"https:\/\/www.examlabs.com\/certification\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.examlabs.com\/certification\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.examlabs.com\/certification\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.examlabs.com\/certification\/wp-json\/wp\/v2\/comments?post=22497"}],"version-history":[{"count":1,"href":"https:\/\/www.examlabs.com\/certification\/wp-json\/wp\/v2\/posts\/22497\/revisions"}],"predecessor-version":[{"id":22498,"href":"https:\/\/www.examlabs.com\/certification\/wp-json\/wp\/v2\/posts\/22497\/revisions\/22498"}],"wp:attachment":[{"href":"https:\/\/www.examlabs.com\/certification\/wp-json\/wp\/v2\/media?parent=22497"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.examlabs.com\/certification\/wp-json\/wp\/v2\/categories?post=22497"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.examlabs.com\/certification\/wp-json\/wp\/v2\/tags?post=22497"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}